video in AudioSet
A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.
Including Willie playing one of his best sheds!!
Report Willie B built from the datasets alone
Yes. Willie B has 27 songs and 1 video listed in datasets used to train and test AI music models.
This page only knows about the videos the datasets list. To check every upload on the channel:
songs in LAION-DISCO-12M under the artist name
A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.
Including Raygun Dub, Snooky, Same Thang
Listed under the artist name 27 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Raygun Dub
Listed as willie b – Raygun Dub (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video -avzUK36beg · row -avzUK36beg
LAION-DISCO-12M
Snooky
Listed as willie b – Snooky (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video 0saxg7sq5Wc · row 0saxg7sq5Wc
LAION-DISCO-12M
Same Thang
Listed as Willie B – Same Thang (Hard Times) · Watch on YouTube
youtube_video 3m4i4FddVC4 · row 3m4i4FddVC4
LAION-DISCO-12M
Dr. Jealous & Mrs. Hater
Listed as Willie B. – Dr. Jealous & Mrs. Hater (Southern Soul Now!) · Watch on YouTube
youtube_video 4Hz2T5o00fM · row 4Hz2T5o00fM
LAION-DISCO-12M
Damned If I Do
Listed as Willie B – Damned If I Do (Hard Times) · Watch on YouTube
youtube_video 51Sb4DHZ5H4 · row 51Sb4DHZ5H4
LAION-DISCO-12M
Styrofoam
Listed as Scrilla Da Reverend, Willie B. – Styrofoam (The Gospel) · Watch on YouTube
youtube_video 9I_6RIjrlAw · row 9I_6RIjrlAw
LAION-DISCO-12M
Tumble
Listed as willie b – Tumble (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video 9Kn4N2779yw · row 9Kn4N2779yw
LAION-DISCO-12M
Wilder Than the Wind '66
Listed as willie b – Wilder Than the Wind '66 (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video AYpcITB2S7s · row AYpcITB2S7s
LAION-DISCO-12M
Exotica #1
Listed as willie b – Exotica #1 (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video BKfXbnLRUig · row BKfXbnLRUig
LAION-DISCO-12M
Treat Her Right
Listed as Willie B – Treat Her Right (Hard Times) · Watch on YouTube
youtube_video JWENpvJLQuo · row JWENpvJLQuo
LAION-DISCO-12M
Exotica #2
Listed as willie b – Exotica #2 (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video NPiUq-IGrl0 · row NPiUq-IGrl0
LAION-DISCO-12M
Ima Gonna Cry Ova Heeya
Listed as willie b – Ima Gonna Cry Ova Heeya (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video QE_l7NYtyZc · row QE_l7NYtyZc
LAION-DISCO-12M
Exotica #3
Listed as willie b – Exotica #3 (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video R4SJNmpKaZ8 · row R4SJNmpKaZ8
LAION-DISCO-12M
Sweet Lick
Listed as Willie B – Sweet Lick (Hard Times) · Watch on YouTube
youtube_video RicwHQayv9E · row RicwHQayv9E
LAION-DISCO-12M
My Queen
Listed as Willie B – My Queen (Hard Times) · Watch on YouTube
youtube_video SxjR5aVse6c · row SxjR5aVse6c
LAION-DISCO-12M
Brooklyn
Listed as Willie B – Brooklyn (Brooklyn) · Watch on YouTube
youtube_video WJQbMWkm5-Q · row WJQbMWkm5-Q
LAION-DISCO-12M
Larry Licker
Listed as Willie B – Larry Licker (Hard Times) · Watch on YouTube
youtube_video XqUTV0i0B5w · row XqUTV0i0B5w
LAION-DISCO-12M
Frame A
Listed as willie b – Frame A (fresh: a-frame sessions vol. 2) · Watch on YouTube
youtube_video XumatVN8_Uc · row XumatVN8_Uc
LAION-DISCO-12M
She Made A Freak Out of Me
Listed as Willie B – She Made A Freak Out of Me (Hot Spot Records, Vol. 4) · Watch on YouTube
youtube_video fBySyOOCMP4 · row fBySyOOCMP4
LAION-DISCO-12M
I Drop Jewels
Listed as WILLIE B – I Drop Jewels (The Lost Generation Extinct Compilation) · Watch on YouTube
youtube_video fHHLi558r2Q · row fHHLi558r2Q
LAION-DISCO-12M
Next Man in Line
Listed as Willie B – Next Man in Line (Hard Times) · Watch on YouTube
youtube_video jfISWokN2vs · row jfISWokN2vs
LAION-DISCO-12M
Bad Mouthin
Listed as Willie B. – Bad Mouthin (100 Rare Rock 50', Vol. 3) · Watch on YouTube
youtube_video mroZE2dUKh8 · row mroZE2dUKh8
LAION-DISCO-12M
Intro
Listed as Willie B – Intro (Hard Times) · Watch on YouTube
youtube_video oYb6_Pp3iKI · row oYb6_Pp3iKI
LAION-DISCO-12M
Shake, Rattle & Roll
Listed as Willie B – Shake, Rattle & Roll (Hard Times) · Watch on YouTube
youtube_video tuu7T984VXE · row tuu7T984VXE
LAION-DISCO-12M
Hard Times
Listed as Willie B – Hard Times (Hard Times) · Watch on YouTube
youtube_video w-ql0BhKEJo · row w-ql0BhKEJo
LAION-DISCO-12M
Stay Out of Me & My Baby's Business
Listed as Willie B – Stay Out of Me & My Baby's Business (Hard Times) · Watch on YouTube
youtube_video wcwIpun5ikg · row wcwIpun5ikg
LAION-DISCO-12M
My Queen
Listed as Willie B – My Queen (Southern Soul Blues Hot Spot Volume 2) · Watch on YouTube
youtube_video x1HqUzrb-_c · row x1HqUzrb-_c
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Willie playing one of his best sheds!!
Clip 190s to 200s · Open clip on YouTube · Labels: Cymbal, Drum, Drum kit, Drum roll, Music, Musical instrument, Snare drum, Bass drum, Percussion
youtube_video xXV8RtRHOCE · row unbalanced_train:xXV8RtRHOCE:190:200
AudioSetunbalanced_train
What this means
Last reviewed 2026-09-24.
Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08
What you can do
3 routes. None is a guarantee.
- UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
Keep a copy
Provenance
JSON export SHA-256 9c12cd87f4e759a441ce548fec195e20eef0f0ec2bf4e6b429d5f364e09336f8
Dataset versions indexed
| Dataset | File | Rows | Loaded | SHA-256 |
|---|---|---|---|---|
| audioset | balanced_train_segments.csv | 8,836 | 2026-09-24T10:30:36+00:00 | 3b83e5ff9ed72cfd… |
| audioset | eval_segments.csv | 7,848 | 2026-09-24T10:30:36+00:00 | f7055f53935f70e7… |
| audioset | unbalanced_train_segments.csv | 1,063,333 | 2026-09-24T10:30:43+00:00 | bb2dfd5e4f1ced39… |
| laion_disco_12m | train-00000-of-00005.parquet | 2,464,184 | 2026-09-24T12:18:19+00:00 | f8b1f0034f8f1e94… |
| laion_disco_12m | train-00001-of-00005.parquet | 2,464,183 | 2026-09-24T12:32:29+00:00 | 71d78ad14ee3f85d… |
| laion_disco_12m | train-00002-of-00005.parquet | 2,464,183 | 2026-09-24T12:49:06+00:00 | 0feba570a0e8e73c… |
| laion_disco_12m | train-00003-of-00005.parquet | 2,464,183 | 2026-09-24T13:06:37+00:00 | 21a77d99fd85ad2f… |
| laion_disco_12m | train-00004-of-00005.parquet | 2,464,183 | 2026-09-24T13:24:36+00:00 | 6ac5f59958b6b813… |
| musiccaps | musiccaps-public.csv | 5,521 | 2026-09-24T10:29:42+00:00 | 8cc109ac507b5e5a… |
These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.